Triple
T8792395
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | ULM School of Aviation |
E209199
|
entity |
| Predicate | region |
P40
|
FINISHED |
| Object |
Northern Louisiana
Northern Louisiana is a largely rural region of the state characterized by pine forests, small cities such as Shreveport and Monroe, and a mix of agricultural, industrial, and educational centers.
|
E286037
|
NE FINISHED |
How this triple was built (4 steps)
Every LLM step that produced this triple, in pipeline order — named-entity classification, the disambiguation choices (the exact options shown, with the pick highlighted), and the generated description. The batch + timestamp of each is in the Provenance table below.
NER
Named-entity recognition
gpt-5-mini
Instruction
Given a phrase, classify it is english named entity (e.g., persons, organizations, works of art) in Latin script, or not (e.g., literals, dates, URLs, verbose phrases). For disambiguation, the statement where the phrase occurs as object is also given. Please return a JSON object with `phrase` (string, the phrase being analyzed) and `is_ne` (boolean, indicating whether the phrase is a Named Entity).
Input
Phrase: Northern Louisiana | Statement: [ULM School of Aviation, region, Northern Louisiana]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Northern Louisiana Context triple: [ULM School of Aviation, region, Northern Louisiana]
-
A.
Southwestern Louisiana
Southwestern Louisiana is a culturally rich region of the state known for its Cajun and Creole heritage, distinctive cuisine, and vibrant music traditions.
-
B.
eastern Louisiana
Eastern Louisiana is the portion of the U.S. state of Louisiana lying east of the Mississippi River, encompassing areas such as Baton Rouge and New Orleans.
-
C.
northeastern Louisiana
Northeastern Louisiana is a region of the U.S. state of Louisiana characterized by its rural landscapes, small cities, and location along the Mississippi River in the state's upper eastern area.
-
D.
Central Louisiana region
The Central Louisiana region is a geographic and cultural area in the middle of the state that includes the city of Alexandria and surrounding communities.
-
E.
Northwestern Louisiana
Northwestern Louisiana is a region of the U.S. state of Louisiana centered around the city of Shreveport and known for its blend of Southern, Texan, and Ark-La-Tex cultural influences.
- F. None of above. chosen
- G. Unsure - the case is ambiguous/there is not enough information to decide.
NEDg
Description generation
gpt-5.1
Instruction
Generate a one-sentence description of the target entity. You are given a context triple in the form (subject, predicate, object), where the object is the target entity. # Instructions Use the triple to infer relevant information about the entity. Describe the entity based on what is most defining, well-known. Avoid repeating the information from the triple, unless really essential. # Response Format Return only the sentence: "Description: [one-sentence description of the target entity]"
Input
Entity: Northern Louisiana Triple: [ULM School of Aviation, region, Northern Louisiana]
Generated description
Northern Louisiana is a largely rural region of the state characterized by pine forests, small cities such as Shreveport and Monroe, and a mix of agricultural, industrial, and educational centers.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Northern Louisiana Target entity description: Northern Louisiana is a largely rural region of the state characterized by pine forests, small cities such as Shreveport and Monroe, and a mix of agricultural, industrial, and educational centers.
-
A.
Southwestern Louisiana
Southwestern Louisiana is a culturally rich region of the state known for its Cajun and Creole heritage, distinctive cuisine, and vibrant music traditions.
-
B.
eastern Louisiana
Eastern Louisiana is the portion of the U.S. state of Louisiana lying east of the Mississippi River, encompassing areas such as Baton Rouge and New Orleans.
-
C.
northeastern Louisiana
Northeastern Louisiana is a region of the U.S. state of Louisiana characterized by its rural landscapes, small cities, and location along the Mississippi River in the state's upper eastern area.
-
D.
Central Louisiana region
The Central Louisiana region is a geographic and cultural area in the middle of the state that includes the city of Alexandria and surrounding communities.
-
E.
Northwestern Louisiana
chosen
Northwestern Louisiana is a region of the U.S. state of Louisiana centered around the city of Shreveport and known for its blend of Southern, Texan, and Ark-La-Tex cultural influences.
- F. None of above.
Provenance (5 batches)
The batch behind each pipeline step, in order, with when it ran. Timestamps are batch-level — stages were processed in waves, so the object chain (NER → NED1 → NEDg → NED2) reads in order, but predicate / elicitation batches can sit in a different wave.
| Step | Stage | Batch ID | Status | When |
|---|---|---|---|---|
| creating | Elicitation | batch_69ca836240888190a62b262e56a69d2f |
completed | March 30, 2026, 2:06 p.m. |
| NER | Named-entity recognition | batch_69cc5f8f9eb08190bd709f3c8e09412f |
completed | March 31, 2026, 11:58 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69cf890b49048190b49c784f84e23496 |
completed | April 3, 2026, 9:31 a.m. |
| NEDg | Description generation | batch_69cf8a8c87dc81909d5c0d769341b17c |
completed | April 3, 2026, 9:38 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69cf8b79a0b48190a29491f5f8f81217 |
completed | April 3, 2026, 9:42 a.m. |
Created at: March 30, 2026, 6:43 p.m.